Jan Puzicha

Computer Science · Physical Sciences

20h-index9.6kcitations40works0.02yr avg
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Research Topics

Image Retrieval and Classification Techniques(25), Medical Image Segmentation Techniques(14), Advanced Image and Video Retrieval Techniques(13), Advanced Clustering Algorithms Research(6), Bayesian Methods and Mixture Models(6)

Publications40 total

Recommind at TREC 2011 Legal Track.
Text REtrieval Conference·2011· 2 cited
Histogram clustering for unsupervised image segmentation
2003· 68 cited
Support vector machines for land usage classification in Landsat TM imagery
2003· 63 cited
Unsupervised segmentation of textured images by pairwise data clustering
2002· 28 cited
Multiscale annealing for real-time unsupervised texture segmentation
2002· 24 cited
Mixture models for co-occurrence and histogram data
2002· 6 cited
An optimization approach to unsupervised hierarchical texture segmentation
2002· 17 cited
Non-parametric similarity measures for unsupervised texture segmentation and image retrieval
2002· 247 cited
Matching shapes
2002· 343 cited
Model-based halftoning for color image segmentation
2002· 15 cited
On learning texture edge detectors
2002· 19 cited
Shape matching and object recognition using shape contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence·2002· 6.3k cited
Empirical Evaluation of Dissimilarity Measures for Color and Texture
Computer Vision and Image Understanding·2001· 317 cited
Basic Principles of Annealing for Large Scale Non-Linear Optimization
2001· 1 cited
Chapter 7 DISTRIBUTION-BASED IMAGE SIMILARITY
2001
Distribution-Based Image Similarity
Computational imaging and vision·2001· 2 cited
Multiscale Annealing and Robustness: Fast Heuristics for Large Scale Non-linear Optimization
2001
On spatial quantization of color images
IEEE Transactions on Image Processing·2000· 57 cited
A theory of proximity based clustering: structure detection by optimization
Pattern Recognition·2000· 103 cited
Unsupervised Learning for Robust Texture Segmentation
Computational imaging and vision·2000· 6 cited
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Frequent Co-authors

Joachim M. Buhmann(26), Thomas Hofmann(15), Serge Belongie(5), Marcus Held(4), Jitendra Malik(3), L. Hermes(3), J. Ketterer(3), Dieter W. Fellner(3), Yossi Rubner(2), Carlo Tomasi(2), Stefan Will(2), Michael I. Jordan(1), D. Frieauff(1), Martin S. Fischer(1), Peter Zeinoun(1), Aaron Laliberte(1), Howard Sklar(1), Craig Wesley Carpenter(1), Jürgen Hakala(1), R. Eckmiller(1)